Concepedia

Shanaka Kristombu Baduge

SK

Statistics

Publications

17

Citations

1.6K

H-Index

15

Active since

2018

Affiliations

The University of Melbourne(Current)

Curtin University

Macquarie University

Monash University

Shanaka Kristombu Baduge is an author at The University of Melbourne specializing in civil engineering, engineering, and materials engineering.

Publications per year

2018–2023

17

Publications

17

Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications

Shanaka Kristombu Baduge, Sadeep Thilakarathna, Jude Shalitha Perera et al. · Automation in Construction · 2022 · 916 citations · Full text

Architecture, Computer Science, Construction Management +17

Embodied carbon analysis and benchmarking emissions of high and ultra-high strength concrete using machine learning algorithms

Sadeep Thilakarathna, Seung‐Woo Seo, Shanaka Kristombu Baduge et al. · Journal of Cleaner Production · 2020 · 169 citations

Architecture, Civil Engineering, Materials Engineering +16

Understanding fracture mechanism and behaviour of ultra-high strength concrete using mesoscale modelling

Sadeep Thilakarathna, Shanaka Kristombu Baduge, Priyan Mendis et al. · Engineering Fracture Mechanics · 2020 · 70 citations

Engineering, Materials Engineering, Materials Science +16

Excavator 3D pose estimation using deep learning and hybrid datasets

Amin Assadzadeh, Mehrdad Arashpour, Heng Li et al. · Advanced Engineering Informatics · 2023 · 64 citations · Full text

Computing, Civil Engineering, Computer Science +17

Stress-strain relationship for very-high strength concrete (>100 MPa) confined by lateral reinforcement

Shanaka Kristombu Baduge, Priyan Mendis, Tuan Ngo · Engineering Structures · 2018 · 48 citations

Engineering, Civil Engineering, Materials Engineering +16

1–5 of 17